Xiao, Yanghua

43 publications

NeurIPS 2025 ARIA: Training Language Agents with Intention-Driven Reward Aggregation Ruihan Yang, Yikai Zhang, Aili Chen, Xintao Wang, Jiangjie Chen, Siyu Yuan, Deqing Yang, Yanghua Xiao

NeurIPS 2025 ARM: Adaptive Reasoning Model Siye Wu, Jian Xie, Yikai Zhang, Aili Chen, Kai Zhang, Yu Su, Yanghua Xiao

NeurIPS 2025 Accelerated Evolving Set Processes for Local PageRank Computation BinbinHuang, Luo Luo, Yanghua Xiao, Deqing Yang, Baojian Zhou

AAAI 2025 Attributive Reasoning for Hallucination Diagnosis of Large Language Models Yuyan Chen, Zehao Li, Shuangjie You, Zhengyu Chen, Jingwen Chang, Yi Zhang, Weinan Dai, Qingpei Guo, Yanghua Xiao

ICML 2025 CoSER: Coordinating LLM-Based Persona Simulation of Established Roles Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-Tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Shuchang Zhou, Wei Wang, Yanghua Xiao

ICLR 2025 Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective Xiangru Zhu, Penglei Sun, Yaoxian Song, Yanghua Xiao, Zhixu Li, Chengyu Wang, Jun Huang, Bei Yang, Xiaoxiao Xu

ICLR 2025 Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models Chengyu Du, Jinyi Han, Yizhou Ying, Aili Chen, Qianyu He, Haokun Zhao, Haoran Guo, Sirui Xia, Jiaqing Liang, Zulong Chen, Liangyue Li, Yanghua Xiao

AAAI 2024 Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding Jingping Liu, Mingchuan Zhang, Weichen Li, Chao Wang, Shuang Li, Haiyun Jiang, Sihang Jiang, Yanghua Xiao, Yunwen Chen

AAAI 2024 Can Large Language Models Understand Real-World Complex Instructions? Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Jiaqing Liang, Yanghua Xiao

NeurIPS 2024 Faster Local Solvers for Graph Diffusion Equations Jiahe Bai, Baojian Zhou, Deqing Yang, Yanghua Xiao

TMLR 2024 From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, Aili Chen, Nianqi Li, Lida Chen, Caiyu Hu, Siye Wu, Scott Ren, Ziquan Fu, Yanghua Xiao

NeurIPS 2024 Iterative Methods via Locally Evolving Set Process Baojian Zhou, Yifan Sun, Reza Babanezhad Harikandeh, Xingzhi Guo, Deqing Yang, Yanghua Xiao

NeurIPSW 2024 SELFGOAL: Your Language Agents Already Know How to Achieve High-Level Goals Ruihan Yang, Jiangjie Chen, Yikai Zhang, Siyu Yuan, Aili Chen, Kyle Richardson, Yanghua Xiao, Deqing Yang

AAAI 2024 Small Language Model Can Self-Correct Haixia Han, Jiaqing Liang, Jie Shi, Qianyu He, Yanghua Xiao

AAAI 2024 Talk Funny! a Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation Yuyan Chen, Yichen Yuan, Panjun Liu, Dayiheng Liu, Qinghao Guan, Mengfei Guo, Haiming Peng, Bang Liu, Zhixu Li, Yanghua Xiao

AAAI 2024 Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao

ICML 2024 TravelPlanner: A Benchmark for Real-World Planning with Language Agents Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su

ICLRW 2024 TravelPlanner: A Benchmark for Real-World Planning with Language Agents Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su

AAAI 2024 Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye, Lin Zhang, Jianchen Wang, Yixin Zhu, Sihang Jiang, Zhuozhi Xiong, Zihan Li, Weijie Wu, Qianyu He, Rui Xu, Wenhao Huang, Jingping Liu, Zili Wang, Shusen Wang, Weiguo Zheng, Hongwei Feng, Yanghua Xiao

AAAI 2023 Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-Supervised Relation Extraction Yu Hong, Jiahang Li, Jianchuan Feng, Chenghua Huang, Zhixu Li, Jianfeng Qu, Yanghua Xiao, Wei Wang

AAAI 2023 Converge to the Truth: Factual Error Correction via Iterative Constrained Editing Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao

AAAI 2023 End-to-End Entity Linking with Hierarchical Reinforcement Learning Lihan Chen, Tinghui Zhu, Jingping Liu, Jiaqing Liang, Yanghua Xiao

AAAI 2023 GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation Zhouhong Gu, Sihang Jiang, Jingping Liu, Yanghua Xiao, Hongwei Feng, Zhixu Li, Jiaqing Liang, Jian Zhong

AAAI 2023 MAPS-KB: A Million-Scale Probabilistic Simile Knowledge Base Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao

ECML-PKDD 2022 Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation Jingjie Yi, Deqing Yang, Siyu Yuan, Kaiyan Cao, Zhiyao Zhang, Yanghua Xiao

AAAI 2022 LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li

IJCAI 2022 Language Models as Knowledge Embeddings Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao

AAAI 2022 Unsupervised Editing for Counterfactual Stories Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li

AAAI 2021 Learning Term Embeddings for Lexical Taxonomies Jingping Liu, Menghui Wang, Chao Wang, Jiaqing Liang, Lihan Chen, Haiyun Jiang, Yanghua Xiao, Yunwen Chen

IJCAI 2019 Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty Junyang Jiang, Deqing Yang, Yanghua Xiao, Chenlu Shen

AAAI 2019 Deep Short Text Classification with Knowledge Powered Attention Jindong Chen, Yizhou Hu, Jingping Liu, Yanghua Xiao, Haiyun Jiang

AAAI 2019 Non-Compensatory Psychological Models for Recommender Systems Chen Lin, Xiaolin Shen, Si Chen, Muhua Zhu, Yanghua Xiao

IJCAI 2019 Relation Extraction Using Supervision from Topic Knowledge of Relation Labels Haiyun Jiang, Li Cui, Zhe Xu, Deqing Yang, Jindong Chen, Chenguang Li, Jingping Liu, Jiaqing Liang, Chao Wang, Yanghua Xiao, Wei Wang

IJCAI 2017 Entity Suggestion with Conceptual Expanation Yi Zhang, Yanghua Xiao, Seung-won Hwang, Haixun Wang, X. Sean Wang, Wei Wang

AAAI 2017 Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy Jiaqing Liang, Yanghua Xiao, Yi Zhang, Seung-won Hwang, Haixun Wang

IJCAI 2017 How to Keep a Knowledge Base Synchronized with Its Encyclopedia Source Jiaqing Liang, Sheng Zhang, Yanghua Xiao

AAAI 2017 On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies Jiaqing Liang, Yi Zhang, Yanghua Xiao, Haixun Wang, Wei Wang, Pinpin Zhu

IJCAI 2016 KBQA: An Online Template Based Question Answering System over Freebase Wanyun Cui, Yanghua Xiao, Wei Wang

IJCAI 2016 Learning Defining Features for Categories Bo Xu, Chenhao Xie, Yi Zhang, Yanghua Xiao, Haixun Wang, Wei Wang

AAAI 2016 Verb Pattern: A Probabilistic Semantic Representation on Verbs Wanyun Cui, Xiyou Zhou, Hangyu Lin, Yanghua Xiao, Haixun Wang, Seung-won Hwang, Wei Wang

IJCAI 2015 On Conceptual Labeling of a Bag of Words Xiangyan Sun, Yanghua Xiao, Haixun Wang, Wei Wang

ECML-PKDD 2013 Incremental Sensor Placement Optimization on Water Network Xiaomin Xu, Yiqi Lu, Sheng Huang, Yanghua Xiao, Wei Wang

ECML-PKDD 2012 Which Topic Will You Follow? Deqing Yang, Yanghua Xiao, Bo Xu, Hanghang Tong, Wei Wang, Sheng Huang